Research
Publications
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- Date
- Title
- Scalable Diffusion for Materials Generation
- Authors
- Sherry Yang, Amil Merchant, Dale Schuurmans, Igor Mordatch, Ekin Dogus Cubuk, Pieter Abbeel*, Ruben Cho*
- Venue
- ICLR 2024
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- Date
- Title
- Sociotechnical Safety Evaluation of generative AI systems
- Authors
- Laura Weidinger, Nahema Marchal, Maribeth Rauh, Arianna Manzini, Lisa Anne Hendricks, Juan Mateos-Garcia, Stevie Bergman, Conor Griffin, Ben Bariach, Iason Gabriel, Verena Rieser, William Isaac
- Venue
- arXiv
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- Date
- Title
- DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
- Authors
- Max Seitzer*, Sjoerd van Steenkiste, Thomas Kipf, Klaus Greff, Mehdi S. M. Sajjadi
- Venue
- ICLR 2024
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- Date
- Title
- Learning Interactive Real-World Simulator
- Authors
- Sherry Yang, Kamyar Ghasemipour, Jonathan Tompson, Dale Schuurmans, Pieter Abbeel*, Yilun Du*
- Venue
- ICLR 2024
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- Date
- Title
- Step-Back Prompting Enables Reasoning via Abstraction in Large Language Models
- Authors
- Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed Chi, Quoc Le, Denny Zhou
- Venue
- arXiv
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- Date
- Title
- Repelling Random Walks
- Authors
- Isaac Reid, Eli Berger, Krzysztof Choromanski, Adrian Weller
- Venue
- ICLR 2024
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- Date
- Title
- Universal Graph Random Features
- Authors
- Isaac Reid, Krzysztof Choromanski, Eli Berger, Adrian Weller
- Venue
- ICLR 2024
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- Date
- Title
- Assessing LLMs on Climate Information
- Authors
- Jannis Bulian, Mike Schäfer*, afraamini , Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels Mede*, Markus Leippold, Nadine Strauss*
- Venue
- arXiv
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- Date
- Title
- An Impossibility Theorem in Game Dynamics
- Authors
- Jason Milionis, Christos Papadimitriou, Georgios Piliouras, Kelly Spendlove
- Venue
- Proceedings of the National Academy of Sciences (PNAS)
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- Date
- Title
- Large Language Models as Analogical Reasoners
- Authors
- Michihiro Yasunaga*, Xinyun Chen, Yujia Li, Ice Pasupat, Jure Leskovec*, Percy Liang*, Ed Chi, Denny Zhou
- Venue
- arXiv
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- Date
- Title
- Large Language Models Cannot Self-Correct Reasoning Yet
- Authors
- jeffhj , Xinyun Chen, Swaroop Mishra, Steven Zheng, Adams Yu, Xinying Song, Denny Zhou
- Venue
- arXiv
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- Date
- Title
- 3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation
- Authors
- Stannis Zhou, Nishad Gothoskar, Lirui Wang, Joshua B. Tenenbaum, Dan Gutfreund, Miguel Lázaro-Gredilla, Dileep George, Vikash K. Mansinghka
- Venue
- ICCV 2023
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- Date
- Title
- TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement
- Authors
- Carl Doersch, Yi Yang, Mel Vecerik, Dilara Gokay, Yusuf Aytar, Joao Carreira, Andrew Zisserman, Ankush Gupta
- Venue
- ICCV 2023
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- Date
- Title
- Theoretical and Practical Perspectives on what Influence Functions Do
- Authors
- Andrea Schioppa, Katja Filippova, Ivan Titov*, Polina Zablotskaia
- Venue
- NeurIPS 2023
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- Date
- Title
- Tracr: Compiled Transformers as a Laboratory for Interpretability
- Authors
- David Lindner, János Kramár, Sebastian Farquhar, Matthew Rahtz, Thomas McGrath, Vladimir Mikulik
- Venue
- NeurIPS 2023
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- Date
- Title
- Self-Predictive Universal AI
- Authors
- Elliot Catt, Jordi Grau, Marcus Hutter, Matthew Aitchison, Tim Genewein, Grégoire Delétang, Kevin Li, Joel Veness
- Venue
- NeurIPS 2023
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- Date
- Title
- Accurate proteome-wide missense variant effect prediction with AlphaMissense
- Authors
- Jun Cheng, Guido Novati, Joshua Pan, Clare Bycroft, Akvilė Žemgulytė, Taylor Applebaum, Alexander Pritzel, Elisa Wong, Michal Zielinski, Toby Sargeant, Rosalia Schneider, Andrew Senior, John Jumper, Demis Hassabis, Pushmeet Kohli, Žiga Avsec
- Venue
- Science
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- Date
- Title
- Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models
- Authors
- Sumeet Singh, Stephen Tu*, Vikas Sindhwani
- Venue
- arXiv
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- Date
- Title
- Massively Scalable Inverse Reinforcement Learning for Route Optimization
- Authors
- Matt Barnes, Matthew Abueg, Oliver F. Lange, Matt Deeds, Jason Trader, Denali Molitor, Markus Wulfmeier*, Shawn O'Banion*
- Venue
- arXiv
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- Date
- Title
- Estimating Gibbs free energies via isobaric-isothermal flows
- Authors
- Peter Wirnsberger, Borja Ibarz, George Papamakarios
- Venue
- Machine Learning: Science and Technology